The Solution Path of the Slab Support Vector Machine.
Joachim GiesenMadhusudan ManjunathMichael EigensatzPublished in: CCCG (2008)
Keyphrases
- solution path
- support vector machine
- support vector regression
- loss function
- support vector
- svm classifier
- support vector machine svm
- piecewise linear
- elastic net
- feature vectors
- machine learning
- kernel function
- kernel methods
- linear support vector machines
- convex programming
- training data
- global minimum
- training set
- regularization parameter
- feature selection
- regression model
- optimal solution
- evolutionary algorithm
- feature space
- quadratic programming